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International Competition on Mass Spectrometry Proteomic Diagnosis

Mertens, Bart - In: Statistical Applications in Genetics and Molecular Biology 7 (2008) 2, pp. 1-1

full report on an international competition on mass spectrometry proteomic diagnosis, recently organised at the Leiden …

Persistent link: https://www.econbiz.de/10005752559

NBPMF: Novel Peptide Mass Fingerprinting Based on Network Inference

Liang, Zhewei; Lajoie, Gilles; Zhang, Kaizhong - In: International Journal of Cognitive Informatics and … 11 (2017) 4, pp. 41-65

Mass spectrometry (MS) is an analytical technique for determining the composition of a sample. In bottom-up techniques, peptide mass fingerprinting (PMF) is widely used to identify proteins from MS dataset. In this article, the authors developed a novel network-based inference software termed...

Persistent link: https://www.econbiz.de/10012043694

Medical decision support systems based on machine learning

Chi, Chih-Lin - 2009

decisions in a sequential decision-making setting by finding the most promising tests and suggesting a diagnosis. The system can … speed up the diagnostic process, reduce overuse of medical tests, save costs, and improve the accuracy of diagnosis. In this … study, the system finds the test most likely to confirm a diagnosis based on the pre-test probability computed from the …

Persistent link: https://www.econbiz.de/10009466044

A Hybrid Predictive Model Integrating C4.5 and Decision Table Classifiers for Medical Data Sets

Sarkar, Bikash Kanti; Kumar, Amit - In: Journal of Information Technology Research (JITR) 11 (2018) 2, pp. 150-167

classification models significantly assist the medical practitioners to improve diagnosis, prognosis and treatment processes of … domain data sets, and these patterns are then applied for clinical diagnosis. Truly, any accurate, precise and reliable …

Persistent link: https://www.econbiz.de/10012049164